Co-Ranking Matrix

Calculates the co-ranking matrix to assess the quality of a dimensionality reduction.


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The Co-Ranking Matrix

An implementation of the Co-Ranking matrix and derived methods to assess the quality of dimensionality reductions

Installing

Install the development version:

## install.packages("devtools")
devtools::install_github("gdkrmr/coRanking")

Install from CRAN:

install.packages("coRanking")

Use it:

library(coRanking)

Citing

The corresponding publication can be found here, please cite if you use it:

@article{RJ-2018-039,
  author = {Guido Kraemer and Markus Reichstein and Miguel D. Mahecha},
  title = {{dimRed and coRanking---Unifying Dimensionality Reduction in R}},
  year = {2018},
  journal = {{The R Journal}},
  url = {https://journal.r-project.org/archive/2018/RJ-2018-039/index.html},
  pages = {342--358},
  volume = {10},
  number = {1}
}

News

Reference manual

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install.packages("coRanking")

0.1.4 by Guido Kraemer, 7 months ago


https://github.com/gdkrmr/coRanking


Report a bug at https://github.com/gdkrmr/coRanking/issues


Browse source code at https://github.com/cran/coRanking


Authors: Guido Kraemer


Documentation:   PDF Manual  


GPL-3 | file LICENSE license


Imports methods, graphics, stats

Suggests testthat, knitr, rmarkdown, Rtsne, scatterplot3d


Suggested by dimRed.


See at CRAN